Particle Swarm Optimization in 3D Medical Image Registration: A Systematic Review

no code implementations • 22 Feb 2023 • Lucia Ballerini

Medical image registration seeks to find an optimal spatial transformation that best aligns the underlying anatomical structures.

Image Registration Medical Image Registration

Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis

no code implementations • 5 Apr 2018 • Enrico Pellegrini, Lucia Ballerini, Maria del C. Valdes Hernandez, Francesca M. Chappell, Victor González-Castro, Devasuda Anblagan, Samuel Danso, Susana Muñoz Maniega, Dominic Job, Cyril Pernet, Grant Mair, Tom MacGillivray, Emanuele Trucco, Joanna Wardlaw

METHODS: We systematically reviewed the literature, 2006 to late 2016, for machine learning studies differentiating healthy ageing through to dementia of various types, assessing study quality, and comparing accuracy at different disease boundaries.

BIG-bench Machine Learning

Perivascular Spaces Segmentation in Brain MRI Using Optimal 3D Filtering

no code implementations • 25 Apr 2017 • Lucia Ballerini, Ruggiero Lovreglio, Maria del C. Valdes-Hernandez, Joel Ramirez, Bradley J. MacIntosh, Sandra E. Black, Joanna M. Wardlaw

Perivascular Spaces (PVS) are a recently recognised feature of Small Vessel Disease (SVD), also indicating neuroinflammation, and are an important part of the brain's circulation and glymphatic drainage system.

Segmentation